How well-structured should your data code be?
The post explores the tradeoff between speed and system reliability, particularly in the context of data science. It delves into the challenges faced by those who prototype ML models, discussing the pressure to move quickly and the decision-making process between handing off work or taking on the role of a Machine Learning Engineer in production.
https://blog.dagworks.io/p/how-well-structured-should-your-data
The post explores the tradeoff between speed and system reliability, particularly in the context of data science. It delves into the challenges faced by those who prototype ML models, discussing the pressure to move quickly and the decision-making process between handing off work or taking on the role of a Machine Learning Engineer in production.
https://blog.dagworks.io/p/how-well-structured-should-your-data
blog.dagworks.io
How well-structured should your data code be?
You need more structure than you think but less than you fear.
Lamport's Bakery Algorithm, Demonstrated in Python
https://github.com/Dicklesworthstone/bakery_algorithm
https://github.com/Dicklesworthstone/bakery_algorithm
GitHub
GitHub - Dicklesworthstone/bakery_algorithm: Lamport's Bakery Algorithm Demonstrated in Python
Lamport's Bakery Algorithm Demonstrated in Python. Contribute to Dicklesworthstone/bakery_algorithm development by creating an account on GitHub.
Applio
Ultimate voice cloning tool, meticulously optimized for unrivaled power, modularity, and user-friendly experience.
https://github.com/IAHispano/Applio
Ultimate voice cloning tool, meticulously optimized for unrivaled power, modularity, and user-friendly experience.
https://github.com/IAHispano/Applio
GitHub
GitHub - IAHispano/Applio: A simple, high-quality voice conversion tool focused on ease of use and performance.
A simple, high-quality voice conversion tool focused on ease of use and performance. - IAHispano/Applio
NVIDIA / GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
https://github.com/NVIDIA/GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
https://github.com/NVIDIA/GenerativeAIExamples
GitHub
GitHub - NVIDIA/GenerativeAIExamples: Generative AI reference workflows optimized for accelerated infrastructure and microservice…
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture. - NVIDIA/GenerativeAIExamples
Building a priority-expiry LRU cache without heaps or trees in Python
Learn how to implement a least recently used cache with priorities and expiry, using only the Python standard library.
https://death.andgravity.com/lru-cache
Learn how to implement a least recently used cache with priorities and expiry, using only the Python standard library.
https://death.andgravity.com/lru-cache
death and gravity
This is not interview advice: a priority-expiry LRU cache in Python without heaps or trees
Today we're implementing a least recently used cache with priorities and expiry, using only the Python standard library.
This is a bIG TEch CoDINg InTerVIEW problem, so we'll work hard to stay away from the correct™ data structures, but we'll end up with…
This is a bIG TEch CoDINg InTerVIEW problem, so we'll work hard to stay away from the correct™ data structures, but we'll end up with…
django-webhook
Outgoing Django webhooks triggered on model changes.
https://github.com/danihodovic/django-webhook
Outgoing Django webhooks triggered on model changes.
https://github.com/danihodovic/django-webhook
GitHub
GitHub - danihodovic/django-webhook: Django webhooks triggered on model changes
Django webhooks triggered on model changes. Contribute to danihodovic/django-webhook development by creating an account on GitHub.
Python Data Analysis and Visualization Course – Astronomical Data
Learn data analysis, data visualizations, and image processing techniques using real-world astronomical data. The course offers a practical, hands-on approach to simplifying complex concepts in data analysis, making it great for beginners.
https://www.youtube.com/watch?v=H9KefzbryEw
Learn data analysis, data visualizations, and image processing techniques using real-world astronomical data. The course offers a practical, hands-on approach to simplifying complex concepts in data analysis, making it great for beginners.
https://www.youtube.com/watch?v=H9KefzbryEw
YouTube
Python Data Analysis and Visualization Course – Astronomical Data
Learn data analysis, data visualizations, and image processing techniques using real-world astronomical data. The course offers a practical, hands-on approach to simplifying complex concepts in data analysis, making it great for beginners.
Code: https:…
Code: https:…
The Cowboy Coder's Handbook: Unlocking the Secrets to Job Security by Writing Code Only You Can Understand!
https://www.reddit.com/r/Python/comments/19etjtd/the_cowboy_coders_handbook_unlocking_the_secrets/
https://www.reddit.com/r/Python/comments/19etjtd/the_cowboy_coders_handbook_unlocking_the_secrets/
Reddit
From the Python community on Reddit
Explore this post and more from the Python community
Simple Google Sign-in with Django
We'll add Google sign-in to Django in the simplest possible way (No Django-all-auth or Django-social-auth or any other big packages).
https://www.youtube.com/watch?v=NM9BE0iUB5Q
We'll add Google sign-in to Django in the simplest possible way (No Django-all-auth or Django-social-auth or any other big packages).
https://www.youtube.com/watch?v=NM9BE0iUB5Q
YouTube
Simple Google Sign-in with Django ✍️ (6 mins)
We'll add Google sign-in to Django in the simplest possible way 🎉🙂 (No Django-all-auth or Django-social-auth or any other big packages).
✍️ Written guide here: https://www.photondesigner.com/articles/google-sign-in?ref=yt-google-sign-in
Edit 2024-07-19:…
✍️ Written guide here: https://www.photondesigner.com/articles/google-sign-in?ref=yt-google-sign-in
Edit 2024-07-19:…
TaskingAI
The open source platform for AI-native application development.
https://github.com/TaskingAI/TaskingAI
The open source platform for AI-native application development.
https://github.com/TaskingAI/TaskingAI
GitHub
GitHub - TaskingAI/TaskingAI: The open source platform for AI-native application development.
The open source platform for AI-native application development. - TaskingAI/TaskingAI
The Scary Thing About Automating Deploys
The article from Slack Engineering discusses the fear of breaking production that holds many teams back from automating their deployments. It emphasizes the importance of understanding how deployment monitoring differs from normal monitoring and the iterative approach taken to ease these fears, ultimately leading to successful automated deployments. The article provides insights into the...
https://slack.engineering/the-scary-thing-about-automating-deploys/
The article from Slack Engineering discusses the fear of breaking production that holds many teams back from automating their deployments. It emphasizes the importance of understanding how deployment monitoring differs from normal monitoring and the iterative approach taken to ease these fears, ultimately leading to successful automated deployments. The article provides insights into the...
https://slack.engineering/the-scary-thing-about-automating-deploys/
Engineering at Slack
The Scary Thing About Automating Deploys - Engineering at Slack
Most of Slack runs on a monolithic service simply called “The Webapp”. It’s big – hundreds of developers create hundreds of changes every week. Deploying at this scale is a unique challenge. When people talk about continuous deployment, they’re often thinking…
Python-Type-Challenges
Master Python typing (type hints) with interactive online exercises!
https://github.com/laike9m/Python-Type-Challenges
Master Python typing (type hints) with interactive online exercises!
https://github.com/laike9m/Python-Type-Challenges
GitHub
GitHub - laike9m/Python-Type-Challenges: Master Python typing (type hints) with interactive online exercises!
Master Python typing (type hints) with interactive online exercises! - GitHub - laike9m/Python-Type-Challenges: Master Python typing (type hints) with interactive online exercises!
hummingbot / hummingbot
Open source software that helps you create and deploy high-frequency crypto trading bots
https://github.com/hummingbot/hummingbot
Open source software that helps you create and deploy high-frequency crypto trading bots
https://github.com/hummingbot/hummingbot
GitHub
GitHub - hummingbot/hummingbot: Open source software that helps you create and deploy high-frequency crypto trading bots
Open source software that helps you create and deploy high-frequency crypto trading bots - hummingbot/hummingbot
Performance of Vector Databases
The talk explores the role of vector databases in enhancing AI applications like Retrieval-Augmented Generation (RAG), focusing on high-dimensional embeddings crucial for machine learning. Egor Romanov delves into creating a Postgres provider integrated with pgvector, utilizing a Python performance evaluation framework to simulate similarity search tests and unveil latent performance pot...
https://www.youtube.com/watch?v=-MYYB0QjV6I
The talk explores the role of vector databases in enhancing AI applications like Retrieval-Augmented Generation (RAG), focusing on high-dimensional embeddings crucial for machine learning. Egor Romanov delves into creating a Postgres provider integrated with pgvector, utilizing a Python performance evaluation framework to simulate similarity search tests and unveil latent performance pot...
https://www.youtube.com/watch?v=-MYYB0QjV6I
YouTube
Egor Romanov - Performance of Vector Databases
Egor Romanov, Software Engineer at Supabase, provides a talk on “Performance of Vector Databases.”
The talk delves into vector databases' performance, challenges, and potentialities and discovers their role in advancing AI applications like Retrieval-Augmented…
The talk delves into vector databases' performance, challenges, and potentialities and discovers their role in advancing AI applications like Retrieval-Augmented…